{"id":"W2889728985","doi":"10.1111/josi.12280","title":"Development and Validation of the Masculinity Contest Culture Scale","year":2018,"lang":"en","type":"article","venue":"Journal of Social Issues","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"CONTEST; Masculinity; Psychology; Confirmatory factor analysis; Social psychology; Scale (ratio); Harassment; Harm; Norm (philosophy); Structural equation modeling; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008610397,0.00003173071,0.0001002261,0.00001274923,0.0005640157,0.00002658205,0.0001270254,0.00005465575,0.00005511912],"category_scores_gemma":[0.0001184939,0.00002174945,0.00004751301,0.00008301964,0.0003132668,0.0001500564,0.00003271846,0.00007204435,0.000002732773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003281539,"about_ca_system_score_gemma":0.0000965229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002506238,"about_ca_topic_score_gemma":0.0003880866,"domain_scores_codex":[0.9993045,0.0001424176,0.0001594936,0.00003509963,0.0002916786,0.00006683557],"domain_scores_gemma":[0.9993406,0.00001485908,0.0002305319,0.00002396467,0.0003586582,0.00003136979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002510171,0.00007749224,0.05448473,0.00001531737,0.00004906218,4.531596e-7,0.9318839,1.26665e-7,0.0009221847,0.004576105,0.005510689,0.002454863],"study_design_scores_gemma":[0.0004743261,0.00008556464,0.2421205,0.00004809583,0.00005777376,0.000001178506,0.2485694,3.734855e-7,0.03854255,0.003711561,0.4662775,0.0001112114],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908488,0.00007658514,0.00001893541,0.002421331,0.0002257604,0.00003695306,0.000001476611,0.000002672425,0.006367434],"genre_scores_gemma":[0.9980866,0.00004220661,0.0007140406,0.00006064299,0.0004895955,8.062442e-8,1.79791e-7,0.000001027526,0.0006055764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6833144,"threshold_uncertainty_score":0.433801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09665282475536704,"score_gpt":0.3413641223636877,"score_spread":0.2447112976083207,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}